Linna Fan

KI-Mix: Enhancing Cyber Threat Detection in Incomplete Supervision Setting Through Knowledge-informed Pseudo-anomaly Generation

2024

Data-driven methodologies have exhibited remarkable performance in identifying various cyber threats. However, obtaining well-labeled training samples is enormously expensive and often challenging when tackling practical cyber-security problems, due to the cost and difficulties in data …